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Wangkai Li

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Preprint Jul 2026

Spectral Heat Flow for Conservative Token Condensation in Vision-Language Models

SpecFlow is proposed, a training-free framework that shifts the paradigm from destructive pruning to conservative condensation, strictly enforcing spatial coverage and statistical conservation to ensure stability.

Zhaoyang Li, Yanjun Li, Wangkai Li et al. · 0 citations